The use of complexity-based evaluation methods remains relatively underexplored in the field of evaluation. While increasingly employed to assess complex interventions, Contribution Analysis (CA) continues to suffer from a lack of operationalization. In this article, we propose enhancing the implementation of CA by leveraging Participatory Systems…

There is increasing attention on evidencing research impact and applying a systems thinking perspective in public health. However, there is limited understanding of the extent to which and how public health research that applies a systems thinking perspective contributes to changes in system behaviour and improved population health outcomes. This…

Deploying systems-theoretical conceptuality, this paper improves understanding of the organisational consequences of the intensified societal engagement of a research university. Aligning its work with Luhmannian organisational analysis, it addresses the dynamic interplay between two modes of administrative decision-making communication, namely,…

Entrepreneurial education plays a vital role in equipping students with the skills and mind-set necessary for success in the dynamic business landscape. While existing literature acknowledges the importance of entrepreneurial education, there is a lack of specific guidance on how courses can be designed to effectively cultivate entrepreneurial…

In contemporary methodological thinking, replication holds a central place. However, relatively little attention has been paid to replication in the context of complex dynamic systems theory (CDST), perhaps due to uncertainty regarding the epistemology-methodology match between these domains. In this paper, we explore the place of replication in…

The complexity of modern societies necessitates that children learn highly abstract material, such as mathematics, which often conflicts with behavioral goals that are innately motivating. For instance, children's educational success is generally evaluated based on their individual achievements, while humans are motivated to learn by engaging in…

Background: Complexity theory (CT) has been used in response to the need for a different mindset than the classical engineering paradigm. The engineering education research (EER) community may benefit from the knowledge of how CT has been used in the field. Purpose: Aiming to provide a broad view of CT in EER, the following research questions…

Purpose: As the skills economy becomes the norm, learning focused on skills, learners who understand those skills and can iterate the learners to potential employers, and hiring personnel who prioritize skills when making personnel decisions create a visible currency that can be leveraged by all the stakeholders. This paper seeks to analyze those…

Purpose: The purpose of this study was to explore the experiences that contributed to the development of a systems thinking paradigm in instructors in a college of agriculture. Design/Methodology/Approach: A phenomenology design was used to understand the lived experiences of eleven instructors. Findings: Three themes emerged regarding how they…

Early math skills predict later achievement for young children; thus, it is important to expand what is known about how to support preschool children's development of these skills. While there has been some research on interventions, including those using systemic instruction, to teach math skills to preschoolers, there is a need for additional…

Contemporary US and European approaches to ecosystems and mental health have left many feeling disempowered in the face of the climate crisis. This article advocates for holistic approaches to supporting natural complex systems with contemplation and care. It explores how environmental metaphors and nature-based art therapy can foster human-nature…

Currently, STEM education and Education for Sustainability (EfS) are viewed as disconnected educational approaches in Pennsylvania classrooms. While both offer promising outcomes and have overlapping goals, research shows that separately they both face challenges to implementation. This study aims to strengthen both approaches by exploring the…

In this article we address two key questions in the application of dynamical systems theory (DST) to second language acquisition (SLA) that have not been resolved in recent debates about this issue. The first question relates to reductionism. Is an antireductionist position a necessary element of DST? We show that the radical antireductionist…

Proposal writing is an essential requirement for making progress in academics. Learning this skill necessitates support from a mentor to cultivate effective habits. It entails effective strategies from graduate students, such as literature reading and using online tools. Additionally, they must develop an understanding of resource accountability,…

This study aims at elaborating a well-established theoretical framework that distinguishes three modes of thinking in linear algebra: the analytic-arithmetic, the synthetic-geometric, and the analytic-structural mode. It describes and analyzes the bundle of signs produced by an engineering student during an interview, where she was asked to recall…